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Increasing power capture from multibody wave energy conversion systems using model predictive control

机译:使用模型预测控制从多体波能量转换系统增加功率捕获

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This study presents an advanced control scheme capable of significantly increasing power production from wave energy conversion (WEC) systems. This control scheme uses a reactive power approach built upon a Model Predictive Control (MPC) framework and is capable of optimizing power capture while also respecting machine constraints (e.g. velocity, maximum force, etc.). The controller can also take into account body-to-body interactions to improve accuracy and maximize power across a system of devices. The result is a robust controller which requires only position and velocity as exogenous inputs. All other signals, including excitation force from the sea, are either estimated or predicted within the controller. It is applicable to any WEC (or array thereof) equipped with a power take off (PTO) which can deliver power - as opposed to absorbing alone - and it can be applied both in simulation and hardware. Results from this study show that improvements in average power capture of up to 500% vs. fixed passive damping are possible without exceeding reasonable machine constraints. These results were obtained in simulation using an array of five point absorber WECs in a realistic sea state.
机译:这项研究提出了一种先进的控制方案,该方案能够显着提高波浪能转换(WEC)系统的发电量。该控制方案使用基于模型预测控制(MPC)框架的无功功率方法,能够优化功率捕获,同时还考虑到机器约束(例如速度,最大力等)。控制器还可以考虑人与人之间的相互作用,以提高准确性并最大程度地提高整个设备系统的功率。结果是一个鲁棒的控制器,仅需要位置和速度作为外部输入。所有其他信号,包括来自海洋的激励力,都可以在控制器内估算或预测。它适用于配备了可以输出功率的取力器(PTO)的任何WEC(或其阵列)(与单独吸收相比),并且可以应用于仿真和硬件。这项研究的结果表明,与固定的被动阻尼相比,平均功率捕获可提高多达500%,而不会超出合理的机器限制。这些结果是在真实海况下使用五个点吸收器WEC的阵列通过仿真获得的。

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